A Study on the Relationship Between Heart Rate and Brain Waves During Programming Task in Several Experiments

K. Umezawa, Mitsuaki Sawata, M. Nakazawa, S. Hirasawa
{"title":"A Study on the Relationship Between Heart Rate and Brain Waves During Programming Task in Several Experiments","authors":"K. Umezawa, Mitsuaki Sawata, M. Nakazawa, S. Hirasawa","doi":"10.1145/3587828.3587876","DOIUrl":null,"url":null,"abstract":"As the difficulty of a learning task increases, brain waves (β/α) activity also increases. This study investigated the learning state by measuring biometric information aside from than brain waves. We found that heart rate (HR) decreases as the difficulty of the task increases. In this study, we analyzed the results of several experiments with different participants and different target tasks. Specifically, the differences between the mean values of EEG and heart rate obtained in three different experiments were compared using a t-test. From this, we conclude that the more active the brain wave (β/α), the lower the HR. These results may suggest that this may be used to determine the state of where an individual may give up because the task is too challenging.","PeriodicalId":340917,"journal":{"name":"Proceedings of the 2023 12th International Conference on Software and Computer Applications","volume":"771 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2023 12th International Conference on Software and Computer Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3587828.3587876","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

As the difficulty of a learning task increases, brain waves (β/α) activity also increases. This study investigated the learning state by measuring biometric information aside from than brain waves. We found that heart rate (HR) decreases as the difficulty of the task increases. In this study, we analyzed the results of several experiments with different participants and different target tasks. Specifically, the differences between the mean values of EEG and heart rate obtained in three different experiments were compared using a t-test. From this, we conclude that the more active the brain wave (β/α), the lower the HR. These results may suggest that this may be used to determine the state of where an individual may give up because the task is too challenging.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
编程任务中心率与脑电波关系的实验研究
随着学习任务难度的增加,脑电波(β/α)活动也会增加。本研究通过测量脑电波以外的生物特征信息来研究学习状态。我们发现,随着任务难度的增加,心率(HR)会降低。在本研究中,我们分析了不同被试和不同目标任务的实验结果。具体来说,三个不同实验的EEG均值与心率均值的差异采用t检验进行比较。由此,我们得出结论,脑电波越活跃(β/α), HR越低。这些结果可能表明,这可以用来确定一个人可能会因为任务太具有挑战性而放弃的状态。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
The Use of Dynamic n-Gram to Enhance TF-IDF Features Extraction for Bahasa Indonesia Cyberbullying Classification Development of IT Equipment Management Methodology based on Carbon Emission and End-of-Life Period with A Design Thinking Approach: Case Study: Bandung Institute of Technology Formal Specification and Model Checking of Raft Leader Election in Maude* An Ontology-based Modeling for Classifying Risk of Suicidal Behavior String Figure Simulation with Multiresolution Wire Model
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1